manifesta/adaption_verified_math_code_instruct
048
1{%- macro format_parameters(properties, required) -%}2 {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}3 {%- set ns = namespace(found_first=false) -%}4 {%- for key, value in properties | dictsort -%}5 {%- set add_comma = false -%}6 {%- if key not in standard_keys -%}7 {%- if ns.found_first %},{% endif -%}8 {%- set ns.found_first = true -%}9 {{ key }}:{10 {%- if value['description'] -%}11 description:<|"|>{{ value['description'] }}<|"|>12 {%- set add_comma = true -%}13 {%- endif -%}14 {%- if value['type'] | upper == 'STRING' -%}15 {%- if value['enum'] -%}16 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}17 enum:{{ format_argument(value['enum']) }}18 {%- endif -%}19 {%- elif value['type'] | upper == 'ARRAY' -%}20 {%- if value['items'] is mapping and value['items'] -%}21 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}22 items:{23 {%- set ns_items = namespace(found_first=false) -%}24 {%- for item_key, item_value in value['items'] | dictsort -%}25 {%- if item_value is not none -%}26 {%- if ns_items.found_first %},{% endif -%}27 {%- set ns_items.found_first = true -%}28 {%- if item_key == 'properties' -%}29 properties:{30 {%- if item_value is mapping -%}31 {{- format_parameters(item_value, value['items']['required'] | default([])) -}}32 {%- endif -%}33 }34 {%- elif item_key == 'required' -%}35 required:[36 {%- for req_item in item_value -%}37 <|"|>{{- req_item -}}<|"|>38 {%- if not loop.last %},{% endif -%}39 {%- endfor -%}40 ]41 {%- elif item_key == 'type' -%}42 {%- if item_value is string -%}43 type:{{ format_argument(item_value | upper) }}44 {%- else -%}45 type:{{ format_argument(item_value | map('upper') | list) }}46 {%- endif -%}47 {%- else -%}48 {{ item_key }}:{{ format_argument(item_value) }}49 {%- endif -%}50 {%- endif -%}51 {%- endfor -%}52 }53 {%- endif -%}54 {%- endif -%}55 {%- if value['nullable'] %}56 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}57 nullable:true58 {%- endif -%}59 {%- if value['type'] | upper == 'OBJECT' -%}60 {%- if value['properties'] is defined and value['properties'] is mapping -%}61 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}62 properties:{63 {{- format_parameters(value['properties'], value['required'] | default([])) -}}64 }65 {%- elif value is mapping -%}66 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}67 properties:{68 {{- format_parameters(value, value['required'] | default([])) -}}69 }70 {%- endif -%}71 {%- if value['required'] -%}72 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}73 required:[74 {%- for item in value['required'] | default([]) -%}75 <|"|>{{- item -}}<|"|>76 {%- if not loop.last %},{% endif -%}77 {%- endfor -%}78 ]79 {%- endif -%}80 {%- endif -%}81 {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}82 type:<|"|>{{ value['type'] | upper }}<|"|>}83 {%- endif -%}84 {%- endfor -%}85{%- endmacro -%}86{%- macro format_function_declaration(tool_data) -%}87 declaration:{{- tool_data['function']['name'] -}}{description:<|"|>{{- tool_data['function']['description'] -}}<|"|>88 {%- set params = tool_data['function']['parameters'] -%}89 {%- if params -%}90 ,parameters:{91 {%- if params['properties'] -%}92 properties:{ {{- format_parameters(params['properties'], params['required']) -}} },93 {%- endif -%}94 {%- if params['required'] -%}95 required:[96 {%- for item in params['required'] -%}97 <|"|>{{- item -}}<|"|>98 {{- ',' if not loop.last -}}99 {%- endfor -%}100 ],101 {%- endif -%}102 {%- if params['type'] -%}103 type:<|"|>{{- params['type'] | upper -}}<|"|>}104 {%- endif -%}105 {%- endif -%}106 {%- if 'response' in tool_data['function'] -%}107 {%- set response_declaration = tool_data['function']['response'] -%}108 ,response:{109 {%- if response_declaration['description'] -%}110 description:<|"|>{{- response_declaration['description'] -}}<|"|>,111 {%- endif -%}112 {%- if response_declaration['type'] | upper == 'OBJECT' -%}113 type:<|"|>{{- response_declaration['type'] | upper -}}<|"|>}114 {%- endif -%}115 {%- endif -%}116 }117{%- endmacro -%}118{%- macro format_argument(argument, escape_keys=True) -%}119 {%- if argument is string -%}120 {{- '<|"|>' + argument + '<|"|>' -}}121 {%- elif argument is boolean -%}122 {{- 'true' if argument else 'false' -}}123 {%- elif argument is mapping -%}124 {{- '{' -}}125 {%- set ns = namespace(found_first=false) -%}126 {%- for key, value in argument | dictsort -%}127 {%- if ns.found_first %},{% endif -%}128 {%- set ns.found_first = true -%}129 {%- if escape_keys -%}130 {{- '<|"|>' + key + '<|"|>' -}}131 {%- else -%}132 {{- key -}}133 {%- endif -%}134 :{{- format_argument(value, escape_keys=escape_keys) -}}135 {%- endfor -%}136 {{- '}' -}}137 {%- elif argument is sequence -%}138 {{- '[' -}}139 {%- for item in argument -%}140 {{- format_argument(item, escape_keys=escape_keys) -}}141 {%- if not loop.last %},{% endif -%}142 {%- endfor -%}143 {{- ']' -}}144 {%- else -%}145 {{- argument -}}146 {%- endif -%}147{%- endmacro -%}148{%- macro strip_thinking(text) -%}149 {%- set ns = namespace(result='') -%}150 {%- for part in text.split('<channel|>') -%}151 {%- if '<|channel>' in part -%}152 {%- set ns.result = ns.result + part.split('<|channel>')[0] -%}153 {%- else -%}154 {%- set ns.result = ns.result + part -%}155 {%- endif -%}156 {%- endfor -%}157 {{- ns.result | trim -}}158{%- endmacro -%}159 160{%- macro format_tool_response_block(tool_name, response) -%}161 {{- '<|tool_response>' -}}162 {%- if response is mapping -%}163 {{- 'response:' + tool_name + '{' -}}164 {%- for key, value in response | dictsort -%}165 {{- key -}}:{{- format_argument(value, escape_keys=False) -}}166 {%- if not loop.last %},{% endif -%}167 {%- endfor -%}168 {{- '}' -}}169 {%- else -%}170 {{- 'response:' + tool_name + '{value:' + format_argument(response, escape_keys=False) + '}' -}}171 {%- endif -%}172 {{- '<tool_response|>' -}}173{%- endmacro -%}174 175{%- set ns = namespace(prev_message_type=None) -%}176{%- set loop_messages = messages -%}177{{- bos_token -}}178{#- Handle System/Tool Definitions Block -#}179{%- if (enable_thinking is defined and enable_thinking) or tools or messages[0]['role'] in ['system', 'developer'] -%}180 {{- '<|turn>system\n' -}}181 182 {#- Inject Thinking token at the very top of the FIRST system turn -#}183 {%- if enable_thinking is defined and enable_thinking -%}184 {{- '<|think|>\n' -}}185 {%- set ns.prev_message_type = 'think' -%}186 {%- endif -%}187 188 {%- if messages[0]['role'] in ['system', 'developer'] -%}189 {{- messages[0]['content'] | trim -}}190 {%- set loop_messages = messages[1:] -%}191 {%- endif -%}192 193 {%- if tools -%}194 {%- for tool in tools %}195 {{- '<|tool>' -}}196 {{- format_function_declaration(tool) | trim -}}197 {{- '<tool|>' -}}198 {%- endfor %}199 {%- set ns.prev_message_type = 'tool' -%}200 {%- endif -%}201 202 {{- '<turn|>\n' -}}203{%- endif %}204 205{#- Pre-scan: find last user message index for reasoning guard -#}206{%- set ns_turn = namespace(last_user_idx=-1) -%}207{%- for i in range(loop_messages | length) -%}208 {%- if loop_messages[i]['role'] == 'user' -%}209 {%- set ns_turn.last_user_idx = i -%}210 {%- endif -%}211{%- endfor -%}212 213{#- Loop through messages -#}214{%- for message in loop_messages -%}215 {%- if message['role'] != 'tool' -%}216 {%- set ns.prev_message_type = None -%}217 {%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}218 {#- Detect continuation: suppress duplicate <|turn>model when previous non-tool message was also assistant -#}219 {%- set prev_nt = namespace(role=None, found=false) -%}220 {%- if loop.index0 > 0 -%}221 {%- for j in range(loop.index0 - 1, -1, -1) -%}222 {%- if not prev_nt.found -%}223 {%- if loop_messages[j]['role'] != 'tool' -%}224 {%- set prev_nt.role = loop_messages[j]['role'] -%}225 {%- set prev_nt.found = true -%}226 {%- endif -%}227 {%- endif -%}228 {%- endfor -%}229 {%- endif -%}230 {%- set continue_same_model_turn = (role == 'model' and prev_nt.role == 'assistant') -%}231 {%- if not continue_same_model_turn -%}232 {{- '<|turn>' + role + '\n' }}233 {%- endif -%}234 235 {#- Render reasoning/reasoning_content as thinking channel -#}236 {%- set thinking_text = message.get('reasoning') or message.get('reasoning_content') -%}237 {%- if thinking_text and loop.index0 > ns_turn.last_user_idx and message.get('tool_calls') -%}238 {{- '<|channel>thought\n' + thinking_text + '\n<channel|>' -}}239 {%- endif -%}240 241 {%- if message['tool_calls'] -%}242 {%- for tool_call in message['tool_calls'] -%}243 {%- set function = tool_call['function'] -%}244 {{- '<|tool_call>call:' + function['name'] + '{' -}}245 {%- if function['arguments'] is mapping -%}246 {%- set ns_args = namespace(found_first=false) -%}247 {%- for key, value in function['arguments'] | dictsort -%}248 {%- if ns_args.found_first %},{% endif -%}249 {%- set ns_args.found_first = true -%}250 {{- key -}}:{{- format_argument(value, escape_keys=False) -}}251 {%- endfor -%}252 {%- elif function['arguments'] is string -%}253 {{- function['arguments'] -}}254 {%- endif -%}255 {{- '}<tool_call|>' -}}256 {%- endfor -%}257 {%- set ns.prev_message_type = 'tool_call' -%}258 {%- endif -%}259 260 {%- set ns_tr_out = namespace(flag=false) -%}261 {%- if message.get('tool_responses') -%}262 {#- Legacy: tool_responses embedded on the assistant message (Google/Gemma native) -#}263 {%- for tool_response in message['tool_responses'] -%}264 {{- format_tool_response_block(tool_response['name'] | default('unknown'), tool_response['response']) -}}265 {%- set ns_tr_out.flag = true -%}266 {%- set ns.prev_message_type = 'tool_response' -%}267 {%- endfor -%}268 {%- elif message.get('tool_calls') -%}269 {#- OpenAI Chat Completions: forward-scan consecutive role:tool messages -#}270 {%- set ns_tool_scan = namespace(stopped=false) -%}271 {%- for k in range(loop.index0 + 1, loop_messages | length) -%}272 {%- if ns_tool_scan.stopped -%}273 {%- elif loop_messages[k]['role'] != 'tool' -%}274 {%- set ns_tool_scan.stopped = true -%}275 {%- else -%}276 {%- set follow = loop_messages[k] -%}277 {#- Resolve tool_call_id to function name -#}278 {%- set ns_tname = namespace(name=follow.get('name') | default('unknown')) -%}279 {%- for tc in message['tool_calls'] -%}280 {%- if tc.get('id') == follow.get('tool_call_id') -%}281 {%- set ns_tname.name = tc['function']['name'] -%}282 {%- endif -%}283 {%- endfor -%}284 {#- Handle content as string or content-parts array -#}285 {%- set tool_body = follow.get('content') -%}286 {%- if tool_body is string -%}287 {{- format_tool_response_block(ns_tname.name, tool_body) -}}288 {%- elif tool_body is sequence and tool_body is not string -%}289 {%- set ns_txt = namespace(s='') -%}290 {%- for part in tool_body -%}291 {%- if part.get('type') == 'text' -%}292 {%- set ns_txt.s = ns_txt.s + (part.get('text') | default('')) -%}293 {%- endif -%}294 {%- endfor -%}295 {{- format_tool_response_block(ns_tname.name, ns_txt.s) -}}296 {%- else -%}297 {{- format_tool_response_block(ns_tname.name, tool_body) -}}298 {%- endif -%}299 {%- set ns_tr_out.flag = true -%}300 {%- set ns.prev_message_type = 'tool_response' -%}301 {%- endif -%}302 {%- endfor -%}303 {%- endif -%}304 305 {%- if message['content'] is string -%}306 {%- if role == 'model' -%}307 {{- strip_thinking(message['content']) -}}308 {%- else -%}309 {{- message['content'] | trim -}}310 {%- endif -%}311 {%- elif message['content'] is sequence -%}312 {%- for item in message['content'] -%}313 {%- if item['type'] == 'text' -%}314 {%- if role == 'model' -%}315 {{- strip_thinking(item['text']) -}}316 {%- else -%}317 {{- item['text'] | trim -}}318 {%- endif -%}319 {%- elif item['type'] == 'image' -%}320 {{- '<|image|>' -}}321 {%- set ns.prev_message_type = 'image' -%}322 {%- elif item['type'] == 'audio' -%}323 {{- '<|audio|>' -}}324 {%- set ns.prev_message_type = 'audio' -%}325 {%- elif item['type'] == 'video' -%}326 {{- '<|video|>' -}}327 {%- set ns.prev_message_type = 'video' -%}328 {%- endif -%}329 {%- endfor -%}330 {%- endif -%}331 332 {%- if ns.prev_message_type == 'tool_call' and not ns_tr_out.flag -%}333 {{- '<|tool_response>' -}}334 {%- elif not (ns_tr_out.flag and not message.get('content')) -%}335 {{- '<turn|>\n' -}}336 {%- endif -%}337 {%- endif -%}338{%- endfor -%}339 340{%- if add_generation_prompt -%}341 {%- if ns.prev_message_type != 'tool_response' and ns.prev_message_type != 'tool_call' -%}342 {{- '<|turn>model\n' -}}343 {%- if not enable_thinking | default(false) -%}344 {{- '<|channel>thought\n<channel|>' -}}345 {%- endif -%}346 {%- endif -%}347{%- endif -%}348